Overview

Dataset info

Number of variables36
Number of observations1000
Missing cells11557 (32.1%)
Duplicate rows0 (0.0%)
Total size in memory281.4 KiB
Average record size in memory288.1 B

Variables types

Numeric29
Categorical4
Boolean1
Date0
URL0
Text (Unique)0
Rejected2
Unsupported0

Warnings

Age has 670 (67.0%) missing values Missing
Albumin has 300 (30.0%) missing values Missing
Arterial_partial_pressure_co2 has 300 (30.0%) missing values Missing
Arterial_ph has 300 (30.0%) missing values Missing
Bilirubin has 300 (30.0%) missing values Missing
BUN has 300 (30.0%) missing values Missing
Calcium has 300 (30.0%) missing values Missing
Creatinine has 300 (30.0%) missing values Missing
Diagnosis_code has 512 (51.2%) missing values Missing
Diastolic_blood_pressure_max has 68 (6.8%) zeros Zeros
Diastolic_blood_pressure_max has 300 (30.0%) missing values Missing
Diastolic_blood_pressure_min is highly correlated with Diastolic_blood_pressure_max (ρ = 1) Rejected
Gender has 654 (65.4%) missing values Missing
glucose has 300 (30.0%) missing values Missing
Hco3 has 300 (30.0%) missing values Missing
heart_rate has 300 (30.0%) missing values Missing
Height has 661 (66.1%) missing values Missing
Hemaglobin has 300 (30.0%) missing values Missing
Hematocrit has 300 (30.0%) missing values Missing
INR has 300 (30.0%) missing values Missing
Lactate has 300 (30.0%) missing values Missing
Mean_blood_pressure has 300 (30.0%) missing values Missing
Oxygen_saturation has 300 (30.0%) missing values Missing
Pao2fio2 has 300 (30.0%) missing values Missing
Platlets has 300 (30.0%) missing values Missing
Potassium has 300 (30.0%) missing values Missing
Resprate_rate has 300 (30.0%) missing values Missing
Sodium has 22 (2.2%) zeros Zeros
Sodium has 300 (30.0%) missing values Missing
Systolic_blood_pressure_max has 300 (30.0%) missing values Missing
Systolic_blood_pressure_min is highly correlated with Systolic_blood_pressure_max (ρ = 1) Rejected
Temperature has 300 (30.0%) missing values Missing
Urineoutput has 300 (30.0%) missing values Missing
WBC has 300 (30.0%) missing values Missing
Weight has 660 (66.0%) missing values Missing

Variables

Age
Numeric

Distinct count75
Unique (%)7.5%
Missing (%)67.0%
Missing (n)670
Infinite (%)0.0%
Infinite (n)0
Mean55.88787879
Minimum16
Maximum89
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum16
5-th percentile19
Q139
Median56
Q376
95-th percentile87.55
Maximum89
Range73
Interquartile range37

Descriptive statistics

Standard deviation21.72506092
Coef of variation0.3887258095
Kurtosis-1.183646421
Mean55.88787879
MAD18.78286501
Skewness-0.1531832643
Sum18443
Variance471.9782721
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
83 14 1.4%
 
43 10 1.0%
 
89 9 0.9%
 
56 9 0.9%
 
81 8 0.8%
 
48 8 0.8%
 
88 8 0.8%
 
75 7 0.7%
 
60 7 0.7%
 
52 7 0.7%
 
Other values (64) 243 24.3%
 
(Missing) 670 67.0%
 

Minimum 5 values

ValueCountFrequency (%) 
16 1 0.1%
 
17 7 0.7%
 
18 4 0.4%
 
19 6 0.6%
 
20 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
89 9 0.9%
 
88 8 0.8%
 
87 5 0.5%
 
86 3 0.3%
 
85 3 0.3%
 

Albumin
Numeric

Distinct count7
Unique (%)0.7%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean3.472857143
Minimum1
Maximum6
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median3
Q35
95-th percentile6
Maximum6
Range5
Interquartile range3

Descriptive statistics

Standard deviation1.721065431
Coef of variation0.4955762244
Kurtosis-1.265735464
Mean3.472857143
MAD1.506522449
Skewness0.04442699909
Sum2431
Variance2.962066217
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
6 123 12.3%
 
3 120 12.0%
 
1 120 12.0%
 
4 118 11.8%
 
2 118 11.8%
 
5 101 10.1%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 120 12.0%
 
2 118 11.8%
 
3 120 12.0%
 
4 118 11.8%
 
5 101 10.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6 123 12.3%
 
5 101 10.1%
 
4 118 11.8%
 
3 120 12.0%
 
2 118 11.8%
 

Arterial_partial_pressure_co2
Numeric

Distinct count234
Unique (%)23.4%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean129
Minimum5
Maximum250
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5
5-th percentile20
Q169.75
Median127
Q3189
95-th percentile235.05
Maximum250
Range245
Interquartile range119.25

Descriptive statistics

Standard deviation69.39435523
Coef of variation0.5379407382
Kurtosis-1.162107223
Mean129
MAD59.52857143
Skewness-0.001201132851
Sum90300
Variance4815.576538
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
39 9 0.9%
 
164 9 0.9%
 
66 8 0.8%
 
117 7 0.7%
 
223 7 0.7%
 
209 7 0.7%
 
235 7 0.7%
 
45 6 0.6%
 
163 6 0.6%
 
114 6 0.6%
 
Other values (223) 628 62.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
5 2 0.2%
 
6 4 0.4%
 
7 4 0.4%
 
8 2 0.2%
 
9 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
250 1 0.1%
 
249 1 0.1%
 
248 4 0.4%
 
247 3 0.3%
 
246 5 0.5%
 

Arterial_ph
Categorical

Distinct count4
Unique (%)0.4%
Missing (%)30.0%
Missing (n)300
8
322
7
313
6
65
(Missing)
300
ValueCountFrequency (%) 
8 322 32.2%
 
7 313 31.3%
 
6 65 6.5%
 
(Missing) 300 30.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Bilirubin
Numeric

Distinct count441
Unique (%)44.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean373.7014286
Minimum15
Maximum720
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum15
5-th percentile46.9
Q1184.5
Median381
Q3559.5
95-th percentile688.05
Maximum720
Range705
Interquartile range375

Descriptive statistics

Standard deviation209.2366964
Coef of variation0.5599033893
Kurtosis-1.241588476
Mean373.7014286
MAD182.0628367
Skewness-0.07690334673
Sum261591
Variance43779.99513
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
452 6 0.6%
 
670 5 0.5%
 
544 4 0.4%
 
566 4 0.4%
 
470 4 0.4%
 
656 4 0.4%
 
36 4 0.4%
 
33 4 0.4%
 
610 4 0.4%
 
112 4 0.4%
 
Other values (430) 657 65.7%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
15 1 0.1%
 
16 1 0.1%
 
17 2 0.2%
 
19 2 0.2%
 
20 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
720 2 0.2%
 
719 1 0.1%
 
716 1 0.1%
 
715 1 0.1%
 
714 2 0.2%
 

BUN
Numeric

Distinct count521
Unique (%)52.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean600.3357143
Minimum1
Maximum1199
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile42
Q1280.5
Median607.5
Q3906.25
95-th percentile1136
Maximum1199
Range1198
Interquartile range625.75

Descriptive statistics

Standard deviation351.303683
Coef of variation0.5851787169
Kurtosis-1.229931274
Mean600.3357143
MAD306.0823469
Skewness-0.05070754705
Sum420235
Variance123414.2777
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
503 4 0.4%
 
723 4 0.4%
 
582 4 0.4%
 
1065 4 0.4%
 
347 4 0.4%
 
1147 4 0.4%
 
876 3 0.3%
 
482 3 0.3%
 
512 3 0.3%
 
904 3 0.3%
 
Other values (510) 664 66.4%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 1 0.1%
 
4 1 0.1%
 
5 1 0.1%
 
6 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
1199 1 0.1%
 
1196 1 0.1%
 
1194 1 0.1%
 
1191 1 0.1%
 
1186 1 0.1%
 

Calcium
Numeric

Distinct count101
Unique (%)10.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean50.40428571
Minimum1
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile5
Q127
Median50
Q375
95-th percentile95
Maximum100
Range99
Interquartile range48

Descriptive statistics

Standard deviation28.26662821
Coef of variation0.560798111
Kurtosis-1.144454537
Mean50.40428571
MAD24.36544082
Skewness0.01365319147
Sum35283
Variance799.0022706
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
22 14 1.4%
 
44 12 1.2%
 
76 12 1.2%
 
96 11 1.1%
 
77 11 1.1%
 
95 11 1.1%
 
35 11 1.1%
 
10 11 1.1%
 
23 11 1.1%
 
33 10 1.0%
 
Other values (90) 586 58.6%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7 0.7%
 
2 9 0.9%
 
3 9 0.9%
 
4 5 0.5%
 
5 10 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
100 3 0.3%
 
99 6 0.6%
 
98 9 0.9%
 
97 4 0.4%
 
96 11 1.1%
 

Creatinine
Numeric

Distinct count101
Unique (%)10.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean50.33428571
Minimum1
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile5
Q125
Median50
Q375
95-th percentile95
Maximum100
Range99
Interquartile range50

Descriptive statistics

Standard deviation29.151368
Coef of variation0.5791552932
Kurtosis-1.211301647
Mean50.33428571
MAD25.23239184
Skewness-0.02664857481
Sum35234
Variance849.8022563
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
67 15 1.5%
 
93 14 1.4%
 
65 14 1.4%
 
15 13 1.3%
 
3 12 1.2%
 
29 12 1.2%
 
6 12 1.2%
 
86 12 1.2%
 
39 11 1.1%
 
70 11 1.1%
 
Other values (90) 574 57.4%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7 0.7%
 
2 8 0.8%
 
3 12 1.2%
 
4 6 0.6%
 
5 5 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
100 6 0.6%
 
99 4 0.4%
 
98 8 0.8%
 
97 9 0.9%
 
96 6 0.6%
 

Diagnosis_code
Numeric

Distinct count238
Unique (%)23.8%
Missing (%)51.2%
Missing (n)512
Infinite (%)0.0%
Infinite (n)0
Mean350.2377049
Minimum208
Maximum499
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum208
5-th percentile222
Q1273
Median355.5
Q3428.25
95-th percentile484.65
Maximum499
Range291
Interquartile range155.25

Descriptive statistics

Standard deviation86.92497681
Coef of variation0.2481885177
Kurtosis-1.257949347
Mean350.2377049
MAD75.4961032
Skewness0.00629256757
Sum170916
Variance7555.951594
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
235 6 0.6%
 
325 6 0.6%
 
243 5 0.5%
 
316 5 0.5%
 
278 5 0.5%
 
253 5 0.5%
 
369 5 0.5%
 
312 5 0.5%
 
356 5 0.5%
 
408 4 0.4%
 
Other values (227) 437 43.7%
 
(Missing) 512 51.2%
 

Minimum 5 values

ValueCountFrequency (%) 
208 3 0.3%
 
209 1 0.1%
 
210 2 0.2%
 
211 2 0.2%
 
212 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
499 4 0.4%
 
498 1 0.1%
 
497 2 0.2%
 
496 1 0.1%
 
494 4 0.4%
 

Diastolic_blood_pressure_max
Numeric

Distinct count7
Unique (%)0.7%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean3.222857143
Minimum0
Maximum6
Zeros (%)6.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.2
Median3.6
Q34.8
95-th percentile6
Maximum6
Range6
Interquartile range3.6

Descriptive statistics

Standard deviation1.893756886
Coef of variation0.5876018707
Kurtosis-1.110496707
Mean3.222857143
MAD1.633469388
Skewness-0.08647346437
Sum2256
Variance3.586315144
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%) 
3.6 136 13.6%
 
4.8 131 13.1%
 
2.4 131 13.1%
 
1.2 121 12.1%
 
6 113 11.3%
 
0 68 6.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 68 6.8%
 
1.2 121 12.1%
 
2.4 131 13.1%
 
3.6 136 13.6%
 
4.8 131 13.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6 113 11.3%
 
4.8 131 13.1%
 
3.6 136 13.6%
 
2.4 131 13.1%
 
1.2 121 12.1%
 

Diastolic_blood_pressure_min
Highly correlated

This variable is highly correlated with Diastolic_blood_pressure_max and should be ignored for analysis

Correlation1

encounter_id
Numeric

Distinct count999
Unique (%)99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean261509.747
Minimum21283
Maximum500031
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum21283
5-th percentile53166.9
Q1140835.25
Median261756.5
Q3374011
95-th percentile482104.6
Maximum500031
Range478748
Interquartile range233175.75

Descriptive statistics

Standard deviation136155.949
Coef of variation0.5206534388
Kurtosis-1.163857933
Mean261509.747
MAD117293.598
Skewness0.04370239824
Sum261509747
Variance1.853844246e+10
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 21283. 500031.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
115918 2 0.2%
 
193179 1 0.1%
 
41641 1 0.1%
 
209576 1 0.1%
 
309927 1 0.1%
 
193190 1 0.1%
 
154277 1 0.1%
 
476681 1 0.1%
 
259144 1 0.1%
 
205474 1 0.1%
 
Other values (989) 989 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
21283 1 0.1%
 
21554 1 0.1%
 
22719 1 0.1%
 
23298 1 0.1%
 
26261 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
500031 1 0.1%
 
499765 1 0.1%
 
499374 1 0.1%
 
498996 1 0.1%
 
498992 1 0.1%
 

Ethnicity
Categorical

Distinct count4
Unique (%)0.4%
Missing (%)0.0%
Missing (n)0
African American
275
Hispanic
267
Asian
242
ValueCountFrequency (%) 
African American 275 27.5%
 
Hispanic 267 26.7%
 
Asian 242 24.2%
 
Caucasian 216 21.6%
 
Max length16
Mean length9.69
Min length5
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Gender
Categorical

Distinct count3
Unique (%)0.3%
Missing (%)65.4%
Missing (n)654
F
187
M
159
(Missing)
654
ValueCountFrequency (%) 
F 187 18.7%
 
M 159 15.9%
 
(Missing) 654 65.4%
 
Max length3
Mean length2.308
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

glucose
Numeric

Distinct count36
Unique (%)3.6%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean17.62
Minimum0
Maximum34
Zeros (%)1.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q110
Median18
Q326
95-th percentile32
Maximum34
Range34
Interquartile range16

Descriptive statistics

Standard deviation9.720479686
Coef of variation0.5516730809
Kurtosis-1.168561774
Mean17.62
MAD8.429657143
Skewness-0.06591666946
Sum12334
Variance94.48772532
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%) 
20 36 3.6%
 
31 31 3.1%
 
25 29 2.9%
 
28 27 2.7%
 
12 26 2.6%
 
16 25 2.5%
 
30 24 2.4%
 
13 24 2.4%
 
10 23 2.3%
 
27 22 2.2%
 
Other values (25) 433 43.3%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 10 1.0%
 
1 18 1.8%
 
2 19 1.9%
 
3 17 1.7%
 
4 18 1.8%
 

Maximum 5 values

ValueCountFrequency (%) 
34 12 1.2%
 
33 16 1.6%
 
32 21 2.1%
 
31 31 3.1%
 
30 24 2.4%
 

Hco3
Numeric

Distinct count234
Unique (%)23.4%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean122.2842857
Minimum2
Maximum250
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile11
Q157
Median119.5
Q3181.25
95-th percentile236.05
Maximum250
Range248
Interquartile range124.25

Descriptive statistics

Standard deviation72.16576478
Coef of variation0.5901474941
Kurtosis-1.179240979
Mean122.2842857
MAD62.16055918
Skewness0.06830855282
Sum85599
Variance5207.897607
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
11 8 0.8%
 
177 8 0.8%
 
99 8 0.8%
 
236 7 0.7%
 
36 7 0.7%
 
226 6 0.6%
 
122 6 0.6%
 
232 6 0.6%
 
56 6 0.6%
 
104 6 0.6%
 
Other values (223) 632 63.2%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 0.2%
 
3 2 0.2%
 
4 4 0.4%
 
5 1 0.1%
 
6 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
250 2 0.2%
 
249 5 0.5%
 
248 3 0.3%
 
247 1 0.1%
 
246 1 0.1%
 

heart_rate
Numeric

Distinct count579
Unique (%)57.9%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean810.03
Minimum6
Maximum1619
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6
5-th percentile79.75
Q1428.5
Median794.5
Q31198.5
95-th percentile1546.2
Maximum1619
Range1613
Interquartile range770

Descriptive statistics

Standard deviation461.9594523
Coef of variation0.5702991893
Kurtosis-1.136889087
Mean810.03
MAD396.6822
Skewness0.01416187808
Sum567021
Variance213406.5356
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
758 4 0.4%
 
1403 4 0.4%
 
852 4 0.4%
 
611 3 0.3%
 
984 3 0.3%
 
1566 3 0.3%
 
769 3 0.3%
 
285 3 0.3%
 
89 3 0.3%
 
1517 2 0.2%
 
Other values (568) 668 66.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
6 2 0.2%
 
7 1 0.1%
 
8 1 0.1%
 
19 1 0.1%
 
23 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1619 2 0.2%
 
1615 1 0.1%
 
1608 2 0.2%
 
1606 2 0.2%
 
1600 1 0.1%
 

Height
Numeric

Distinct count330
Unique (%)33.0%
Missing (%)66.1%
Missing (n)661
Infinite (%)0.0%
Infinite (n)0
Mean160.8433923
Minimum99.98
Maximum221.19
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum99.98
5-th percentile129.52
Q1148.52
Median160.44
Q3172.89
95-th percentile193.405
Maximum221.19
Range121.21
Interquartile range24.37

Descriptive statistics

Standard deviation19.085316
Coef of variation0.118657756
Kurtosis0.3006765938
Mean160.8433923
MAD14.89488779
Skewness0.02480850983
Sum54525.91
Variance364.249287
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
140.57 2 0.2%
 
138.88 2 0.2%
 
160.93 2 0.2%
 
162.62 2 0.2%
 
156.87 2 0.2%
 
158.15 2 0.2%
 
147.82 2 0.2%
 
165.57 2 0.2%
 
156.4 2 0.2%
 
139.55 2 0.2%
 
Other values (319) 319 31.9%
 
(Missing) 661 66.1%
 

Minimum 5 values

ValueCountFrequency (%) 
99.98 1 0.1%
 
108.61 1 0.1%
 
112.41 1 0.1%
 
116.91 1 0.1%
 
116.94 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
221.19 1 0.1%
 
217.51 1 0.1%
 
213.37 1 0.1%
 
203.85 1 0.1%
 
202.69 1 0.1%
 

Hemaglobin
Numeric

Distinct count81
Unique (%)8.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean40.86
Minimum1
Maximum80
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile6
Q121
Median42
Q359
95-th percentile77
Maximum80
Range79
Interquartile range38

Descriptive statistics

Standard deviation22.61104469
Coef of variation0.5533784799
Kurtosis-1.189926878
Mean40.86
MAD19.61668571
Skewness0.01387954516
Sum28602
Variance511.2593419
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
77 19 1.9%
 
55 16 1.6%
 
9 16 1.6%
 
48 15 1.5%
 
36 15 1.5%
 
53 15 1.5%
 
23 14 1.4%
 
43 13 1.3%
 
68 13 1.3%
 
39 12 1.2%
 
Other values (70) 552 55.2%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 7 0.7%
 
3 11 1.1%
 
4 4 0.4%
 
5 5 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
80 4 0.4%
 
79 10 1.0%
 
78 8 0.8%
 
77 19 1.9%
 
76 7 0.7%
 

Hematocrit
Numeric

Distinct count277
Unique (%)27.7%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean151.9842857
Minimum3
Maximum299
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile17
Q180
Median146.5
Q3231.25
95-th percentile283.05
Maximum299
Range296
Interquartile range151.25

Descriptive statistics

Standard deviation86.83818859
Coef of variation0.5713629418
Kurtosis-1.245651792
Mean151.9842857
MAD75.94968571
Skewness0.0006410472659
Sum106389
Variance7540.870997
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
234 9 0.9%
 
270 7 0.7%
 
91 7 0.7%
 
97 7 0.7%
 
18 6 0.6%
 
156 6 0.6%
 
144 5 0.5%
 
108 5 0.5%
 
71 5 0.5%
 
231 5 0.5%
 
Other values (266) 638 63.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
3 2 0.2%
 
4 3 0.3%
 
5 1 0.1%
 
6 5 0.5%
 
7 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
299 2 0.2%
 
298 2 0.2%
 
296 2 0.2%
 
295 2 0.2%
 
294 2 0.2%
 

Hospital_Death
Boolean

Distinct count2
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
1
512
0
488
ValueCountFrequency (%) 
1 512 51.2%
 
0 488 48.8%
 

INR
Numeric

Distinct count26
Unique (%)2.6%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean13.04
Minimum1
Maximum25
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q17
Median13
Q319
95-th percentile24
Maximum25
Range24
Interquartile range12

Descriptive statistics

Standard deviation6.83829995
Coef of variation0.5244095054
Kurtosis-1.13923125
Mean13.04
MAD5.839085714
Skewness0.0001324886169
Sum9128
Variance46.76234621
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%) 
14 39 3.9%
 
11 38 3.8%
 
20 38 3.8%
 
12 33 3.3%
 
4 33 3.3%
 
23 32 3.2%
 
15 32 3.2%
 
10 32 3.2%
 
9 32 3.2%
 
17 31 3.1%
 
Other values (15) 360 36.0%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 13 1.3%
 
2 30 3.0%
 
3 24 2.4%
 
4 33 3.3%
 
5 30 3.0%
 

Maximum 5 values

ValueCountFrequency (%) 
25 13 1.3%
 
24 28 2.8%
 
23 32 3.2%
 
22 26 2.6%
 
21 29 2.9%
 

Lactate
Numeric

Distinct count77
Unique (%)7.7%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean37.93
Minimum0
Maximum75
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3
Q119
Median37
Q357
95-th percentile71
Maximum75
Range75
Interquartile range38

Descriptive statistics

Standard deviation21.55936576
Coef of variation0.5683987808
Kurtosis-1.2045364
Mean37.93
MAD18.70694286
Skewness-0.01901176255
Sum26551
Variance464.8062518
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
37 16 1.6%
 
60 16 1.6%
 
25 15 1.5%
 
62 15 1.5%
 
14 14 1.4%
 
8 13 1.3%
 
18 13 1.3%
 
11 13 1.3%
 
27 13 1.3%
 
63 13 1.3%
 
Other values (66) 559 55.9%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 4 0.4%
 
1 11 1.1%
 
2 12 1.2%
 
3 9 0.9%
 
4 4 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
75 7 0.7%
 
74 11 1.1%
 
73 6 0.6%
 
72 6 0.6%
 
71 8 0.8%
 

Mean_blood_pressure
Categorical

Distinct count3
Unique (%)0.3%
Missing (%)30.0%
Missing (n)300
2
362
3
338
(Missing)
300
ValueCountFrequency (%) 
2 362 36.2%
 
3 338 33.8%
 
(Missing) 300 30.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Oxygen_saturation
Numeric

Distinct count81
Unique (%)8.1%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean40.21
Minimum1
Maximum80
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile6
Q122
Median41
Q358.25
95-th percentile76
Maximum80
Range79
Interquartile range36.25

Descriptive statistics

Standard deviation22.03080591
Coef of variation0.5478937059
Kurtosis-1.123646574
Mean40.21
MAD19.00534286
Skewness0.0406034999
Sum28147
Variance485.3564092
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
45 17 1.7%
 
50 15 1.5%
 
28 15 1.5%
 
21 14 1.4%
 
23 14 1.4%
 
60 14 1.4%
 
57 13 1.3%
 
24 13 1.3%
 
30 13 1.3%
 
10 13 1.3%
 
Other values (70) 559 55.9%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 7 0.7%
 
2 3 0.3%
 
3 5 0.5%
 
4 7 0.7%
 
5 8 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
80 5 0.5%
 
79 10 1.0%
 
78 5 0.5%
 
77 9 0.9%
 
76 10 1.0%
 

Pao2fio2
Numeric

Distinct count52
Unique (%)5.2%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean25.38428571
Minimum0
Maximum50
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q113
Median26
Q338
95-th percentile48
Maximum50
Range50
Interquartile range25

Descriptive statistics

Standard deviation14.58317505
Coef of variation0.574496175
Kurtosis-1.208127363
Mean25.38428571
MAD12.64011837
Skewness-0.03875852952
Sum17769
Variance212.6689945
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
8 24 2.4%
 
38 20 2.0%
 
28 20 2.0%
 
14 20 2.0%
 
44 19 1.9%
 
20 19 1.9%
 
30 18 1.8%
 
16 18 1.8%
 
26 17 1.7%
 
40 17 1.7%
 
Other values (41) 508 50.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 0.8%
 
1 16 1.6%
 
2 13 1.3%
 
3 15 1.5%
 
4 11 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
50 8 0.8%
 
49 14 1.4%
 
48 15 1.5%
 
47 15 1.5%
 
46 16 1.6%
 

Platlets
Numeric

Distinct count274
Unique (%)27.4%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean151.7514286
Minimum1
Maximum300
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile17.95
Q174.5
Median158.5
Q3223.25
95-th percentile283
Maximum300
Range299
Interquartile range148.75

Descriptive statistics

Standard deviation84.65355425
Coef of variation0.5578435409
Kurtosis-1.178171891
Mean151.7514286
MAD72.89420408
Skewness-0.07779325545
Sum106226
Variance7166.224247
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
287 7 0.7%
 
259 7 0.7%
 
256 6 0.6%
 
58 6 0.6%
 
178 6 0.6%
 
169 6 0.6%
 
122 6 0.6%
 
130 6 0.6%
 
32 5 0.5%
 
82 5 0.5%
 
Other values (263) 640 64.0%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 0.2%
 
2 2 0.2%
 
3 3 0.3%
 
4 1 0.1%
 
5 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
300 2 0.2%
 
297 4 0.4%
 
296 1 0.1%
 
295 1 0.1%
 
294 2 0.2%
 

Potassium
Numeric

Distinct count422
Unique (%)42.2%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean397.3771429
Minimum72
Maximum718
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum72
5-th percentile113
Q1236.75
Median400
Q3553
95-th percentile684.1
Maximum718
Range646
Interquartile range316.25

Descriptive statistics

Standard deviation184.0803396
Coef of variation0.4632383692
Kurtosis-1.174518389
Mean397.3771429
MAD158.8264163
Skewness0.002780967098
Sum278164
Variance33885.57144
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
596 6 0.6%
 
191 6 0.6%
 
207 6 0.6%
 
208 5 0.5%
 
484 5 0.5%
 
338 5 0.5%
 
387 4 0.4%
 
436 4 0.4%
 
495 4 0.4%
 
413 4 0.4%
 
Other values (411) 651 65.1%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
72 2 0.2%
 
74 2 0.2%
 
75 3 0.3%
 
76 2 0.2%
 
77 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
718 2 0.2%
 
714 1 0.1%
 
712 1 0.1%
 
711 1 0.1%
 
709 1 0.1%
 

Resprate_rate
Numeric

Distinct count552
Unique (%)55.2%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean774.1542857
Minimum1
Maximum1500
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile86.9
Q1426.75
Median783
Q31153
95-th percentile1423
Maximum1500
Range1499
Interquartile range726.25

Descriptive statistics

Standard deviation424.5135048
Coef of variation0.5483577533
Kurtosis-1.172727593
Mean774.1542857
MAD367.4773551
Skewness-0.03889625168
Sum541908
Variance180211.7158
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
860 4 0.4%
 
1423 4 0.4%
 
989 4 0.4%
 
514 4 0.4%
 
1193 3 0.3%
 
335 3 0.3%
 
494 3 0.3%
 
1183 3 0.3%
 
1030 3 0.3%
 
1405 3 0.3%
 
Other values (541) 666 66.6%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
5 1 0.1%
 
6 2 0.2%
 
7 1 0.1%
 
14 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1500 1 0.1%
 
1499 1 0.1%
 
1498 1 0.1%
 
1495 1 0.1%
 
1494 1 0.1%
 

Sodium
Numeric

Distinct count17
Unique (%)1.7%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean7.35
Minimum0
Maximum15
Zeros (%)2.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q14
Median7
Q311
95-th percentile14
Maximum15
Range15
Interquartile range7

Descriptive statistics

Standard deviation4.340851297
Coef of variation0.5905920132
Kurtosis-1.198119719
Mean7.35
MAD3.765571429
Skewness0.04239833573
Sum5145
Variance18.84298999
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%) 
3 55 5.5%
 
4 55 5.5%
 
8 50 5.0%
 
12 50 5.0%
 
7 49 4.9%
 
1 49 4.9%
 
10 48 4.8%
 
2 48 4.8%
 
11 45 4.5%
 
9 43 4.3%
 
Other values (6) 208 20.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 22 2.2%
 
1 49 4.9%
 
2 48 4.8%
 
3 55 5.5%
 
4 55 5.5%
 

Maximum 5 values

ValueCountFrequency (%) 
15 22 2.2%
 
14 42 4.2%
 
13 43 4.3%
 
12 50 5.0%
 
11 45 4.5%
 

Systolic_blood_pressure_max
Numeric

Distinct count203
Unique (%)20.3%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean109.7471429
Minimum1
Maximum214
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile14
Q160
Median108.5
Q3162
95-th percentile205
Maximum214
Range213
Interquartile range102

Descriptive statistics

Standard deviation60.097206
Coef of variation0.5475969983
Kurtosis-1.150660665
Mean109.7471429
MAD51.6506898
Skewness0.02489012323
Sum76823
Variance3611.674169
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
33 9 0.9%
 
66 8 0.8%
 
106 8 0.8%
 
125 8 0.8%
 
43 8 0.8%
 
92 7 0.7%
 
102 7 0.7%
 
54 7 0.7%
 
154 7 0.7%
 
121 7 0.7%
 
Other values (192) 624 62.4%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 3 0.3%
 
2 2 0.2%
 
3 2 0.2%
 
4 1 0.1%
 
7 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
214 7 0.7%
 
213 3 0.3%
 
212 4 0.4%
 
211 4 0.4%
 
210 5 0.5%
 

Systolic_blood_pressure_min
Highly correlated

This variable is highly correlated with Systolic_blood_pressure_max and should be ignored for analysis

Correlation1

Temperature
Numeric

Distinct count80
Unique (%)8.0%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean59.94571429
Minimum21
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum21
5-th percentile24.95
Q139
Median60
Q379
95-th percentile96
Maximum100
Range79
Interquartile range40

Descriptive statistics

Standard deviation22.96398677
Coef of variation0.3830797087
Kurtosis-1.190579191
Mean59.94571429
MAD19.76757551
Skewness-0.00213330175
Sum41962
Variance527.3446883
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
60 16 1.6%
 
65 15 1.5%
 
29 13 1.3%
 
77 13 1.3%
 
67 13 1.3%
 
59 13 1.3%
 
25 13 1.3%
 
35 12 1.2%
 
58 12 1.2%
 
43 12 1.2%
 
Other values (69) 568 56.8%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
21 4 0.4%
 
22 10 1.0%
 
23 10 1.0%
 
24 11 1.1%
 
25 13 1.3%
 

Maximum 5 values

ValueCountFrequency (%) 
100 4 0.4%
 
99 9 0.9%
 
98 8 0.8%
 
97 10 1.0%
 
96 7 0.7%
 

Urineoutput
Numeric

Distinct count276
Unique (%)27.6%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean150.2585714
Minimum0
Maximum300
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile15.95
Q178
Median152
Q3224
95-th percentile283
Maximum300
Range300
Interquartile range146

Descriptive statistics

Standard deviation85.86195294
Coef of variation0.5714279866
Kurtosis-1.15071699
Mean150.2585714
MAD73.53921224
Skewness-0.01799785834
Sum105181
Variance7372.274962
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
90 8 0.8%
 
262 8 0.8%
 
8 7 0.7%
 
294 7 0.7%
 
167 6 0.6%
 
200 6 0.6%
 
86 6 0.6%
 
177 6 0.6%
 
272 6 0.6%
 
259 5 0.5%
 
Other values (265) 635 63.5%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 0.2%
 
1 1 0.1%
 
2 3 0.3%
 
3 3 0.3%
 
4 2 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
300 2 0.2%
 
299 1 0.1%
 
298 4 0.4%
 
297 1 0.1%
 
296 1 0.1%
 

WBC
Numeric

Distinct count299
Unique (%)29.9%
Missing (%)30.0%
Missing (n)300
Infinite (%)0.0%
Infinite (n)0
Mean173.5028571
Minimum1
Maximum349
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile20
Q187
Median172
Q3257.25
95-th percentile330.05
Maximum349
Range348
Interquartile range170.25

Descriptive statistics

Standard deviation98.56359642
Coef of variation0.5680805379
Kurtosis-1.157817101
Mean173.5028571
MAD84.23862857
Skewness-0.003586992888
Sum121452
Variance9714.782538
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
189 7 0.7%
 
246 6 0.6%
 
297 6 0.6%
 
331 6 0.6%
 
129 6 0.6%
 
158 5 0.5%
 
295 5 0.5%
 
30 5 0.5%
 
174 5 0.5%
 
160 5 0.5%
 
Other values (288) 644 64.4%
 
(Missing) 300 30.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 3 0.3%
 
2 2 0.2%
 
4 1 0.1%
 
5 1 0.1%
 
6 3 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
349 3 0.3%
 
347 2 0.2%
 
345 2 0.2%
 
344 3 0.3%
 
342 1 0.1%
 

Weight
Numeric

Distinct count333
Unique (%)33.3%
Missing (%)66.0%
Missing (n)660
Infinite (%)0.0%
Infinite (n)0
Mean58.47458824
Minimum9
Maximum108.42
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum9
5-th percentile27.917
Q143.46
Median57.79
Q372.0325
95-th percentile91.2855
Maximum108.42
Range99.42
Interquartile range28.5725

Descriptive statistics

Standard deviation19.81799437
Coef of variation0.3389163562
Kurtosis-0.5447958432
Mean58.47458824
MAD16.31816194
Skewness0.08045635767
Sum19881.36
Variance392.752901
Memory size7.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
39.06 2 0.2%
 
73.95 2 0.2%
 
27.92 2 0.2%
 
41.52 2 0.2%
 
64.94 2 0.2%
 
60.76 2 0.2%
 
50.51 2 0.2%
 
71.56 2 0.2%
 
26.88 1 0.1%
 
81.62 1 0.1%
 
Other values (322) 322 32.2%
 
(Missing) 660 66.0%
 

Minimum 5 values

ValueCountFrequency (%) 
9 1 0.1%
 
11.23 1 0.1%
 
12.33 1 0.1%
 
14.19 1 0.1%
 
16.01 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
108.42 1 0.1%
 
100.23 1 0.1%
 
99.6 1 0.1%
 
99.3 1 0.1%
 
99.04 1 0.1%
 

Correlations

Missing values

Sample

First rows

AgeAlbuminArterial_partial_pressure_co2Arterial_phBilirubinBUNCalciumCreatinineDiagnosis_codeDiastolic_blood_pressure_maxDiastolic_blood_pressure_minencounter_idEthnicityGenderglucoseHco3heart_rateHeightHemaglobinHematocritHospital_DeathINRLactateMean_blood_pressureOxygen_saturationPao2fio2PlatletsPotassiumResprate_rateSodiumSystolic_blood_pressure_maxSystolic_blood_pressure_minTemperatureUrineoutputWBCWeight
0NaNNaN34.07.0NaN931.093.0NaNNaNNaNNaN34937HispanicMNaN152.0NaNNaNNaN270.01NaN68.02.068.040.0224.0NaN1147.05.066.052.822.0259.0300.0NaN
153.0NaN29.0NaNNaN662.089.0NaNNaN4.83.2483670AsianNaNNaN173.01138.0NaNNaN274.0012.0NaN2.017.044.093.0495.01063.05.0118.094.487.047.0228.0NaN
2NaN1.0NaNNaN186.0723.041.059.0249.0NaNNaN150725African AmericanNaN33.040.01403.0175.1439.092.01NaN35.03.0NaN39.0NaNNaNNaN10.0171.0136.845.0281.0NaNNaN
3NaN6.068.08.0601.0658.098.082.0NaN6.04.0278547African AmericanNaNNaN202.0NaN183.0868.079.0015.039.0NaN14.011.0257.0334.01085.012.0177.0141.6NaN86.0NaNNaN
458.06.0225.07.0284.0NaNNaN95.0NaN1.20.8457468African AmericanNaN25.02.01001.0162.6243.0NaN0NaN32.0NaN14.037.0130.0NaNNaN3.0158.0126.479.015.0NaN73.88
5NaN5.0157.08.0534.0NaNNaN28.0NaN3.62.4446533AsianF15.0221.01482.0NaN79.0NaN014.031.02.0NaN40.0190.0145.0350.014.0125.0100.0NaN88.020.060.48
658.05.0NaN7.052.0527.025.011.0222.0NaNNaN258288HispanicFNaN82.01018.0NaNNaNNaN017.064.03.051.01.0NaN718.0849.06.0161.0128.833.074.0252.0NaN
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